#
哈尔滨工业大学（HIT）机器学习复习资料
需积分: 5 8 浏览量
2023-11-18
14:54:58
上传
评论
收藏 346.95MB ZIP 举报
哈尔滨工业大学（HIT）机器学习复习资料 （210个子文件） 
train.csv 542KB train_10.csv 21KB puffinwarellc_tutorial.csv 560B cities_ranking.csv 123B data_1701.csv 89B eta1601.csv 79B data_14_2.csv 19B
本科生《模式识别与机器学习A》实验报告要求-2023.8.16.docx 22KB ~$生《模式识别与机器学习A》实验报告要求-2023.8.16.docx 162B
XOR_3D.gif 4.46MB
8611103.html 103KB PCA.ipynb 446KB perceptron.ipynb 185KB least_sqaure_method.ipynb 135KB Clustering.ipynb 105KB Summary_of_Supervised_Learning_Methods.ipynb 84KB EM.ipynb 70KB CH06.ipynb 65KB MCMC.ipynb 57KB KNN.ipynb 57KB SVD.ipynb 55KB LR.ipynb 51KB CH07.ipynb 49KB LDA.ipynb 41KB DT.ipynb 40KB LSA.ipynb 33KB SVM.ipynb 28KB Adaboost.ipynb 25KB NaiveBayes.ipynb 21KB HMM.ipynb 19KB PLSA.ipynb 16KB CRF.ipynb 7KB PageRank.ipynb 5KB Introduction_to_Unsupervised_Learning.ipynb 4KB
20190522135945.jpg 5.69MB Concave-vs.-Convex.jpg 206KB SLM.jpg 25KB LICENSE 1KB README.md 56KB 李航老师《统计学习方法》最全笔记！.md 52KB README.md 33KB README.md 27KB README.md 21KB README.md 19KB README.md 16KB README.md 16KB README.md 15KB glossary_index.md 13KB README.md 13KB README.md 12KB README.md 11KB math_markdown.md 10KB README.md 9KB README.md 9KB errata_fe.md 9KB README.md 7KB README.md 7KB README.md 7KB README.md 5KB README.md 4KB README.md 4KB errata_se.md 4KB README.md 4KB README.md 2KB symbol_index.md 2KB README.md 516B custom.md 288B README.md 99B README.md 0B
机器学习方法.pdf 112.77MB 机器学习方法 - 副本.pdf 45.73MB DeepLearningBook.pdf 22.29MB 机器学习笔记.pdf 20.1MB Giuseppe C. Calafiore, Laurent El Ghaoui - Optimization Models (2014, Cambridge University Press) - libgen.lc.pdf 16.81MB Information Theory, Inference, and Learning Algorithms.pdf 10.85MB PCA.pdf 10.12MB 8 建模序列数据的神经网络PPT.pdf 9.69MB HMM.pdf 9.05MB 9 卷积神经网络PPT.pdf 8.91MB Optimization for Machine Learning.pdf 8.59MB GMM-EM.pdf 7.34MB 13. 卷积神经网络-2.pdf 7.14MB 16. CNN-Transformer.pdf 6.35MB 10 生成式神经网络PPT.pdf 6.06MB 机器学习.pdf 5.3MB Pages_from_Pattern Recognition And Machine Learning1.pdf 4.62MB Pages_from_Pattern Recognition And Machine Learning-2.pdf 4.15MB 2-4. Bayes.pdf 4.1MB 10-11. 多层感知器-2.pdf 3.99MB 15. 时序神经网络.pdf 3.84MB 7 网络优化--PPT.pdf 3.71MB 6-7. Linear Classifier.pdf 3.67MB 9. Feature extraction.pdf 3.54MB [Jorge_Nocedal,_Stephen_Wright]_Numerical_Optimiza(BookZZ.org).pdf 3.38MB 3 分类及回归问题（含浅层分类及回归方法）--PPT.pdf 3.05MB 4 聚类问题 -PPT.pdf 2.99MB 机器学习（1）.pdf 2.54MB 卷积神经网络 .pdf 2.28MB VAE.pdf 2.21MB 前馈神经网与反向传递算法.pdf 2.17MB共 210 条
- 1
- 2
- 3
资源评论
